Modern manufacturing operates in complex environments where traditional management approaches are no longer enough. This highlights the need for real-time, dynamic and self-adaptive management strategies. Manufacturing data analytics (MDA) has emerged as a powerful solution for transforming traditional manufacturing into smart manufacturing.